Hey, I'm Faiz 👋
Turning complex problems into elegant AI solutions.
Turning complex problems into elegant AI solutions.
Hi, I'm Faiz Muhammad Muflich — I specialize in MLOps, data engineering, and production-ready AI systems.
View My Work
End-to-end ML pipelines with CI/CD automation, achieving -48.2% inference time optimization.
Deploying models to cloud (AWS, GCP) with real-time inference endpoints at <50ms response times.
Complex ETL workflows with Airflow, NiFi, Snowflake — processing data at scale.
Building enterprise SaaS apps with FastAPI, Django, React — targeting 99.9% uptime and <200ms APIs.
Designing AI solutions for healthcare industry including fraud detection and clinical decision support systems.
Building and orchestrating data pipelines for AI-driven analytics and processing.
End-to-end ML pipelines for Pertamina, optimizing performance with parallel computing.
Designing AI solutions and presenting methodologies for structured project execution.
Built web-based retail management system, delivered 1 week ahead of schedule.
Developed features for meeting note-taking app using Django & DRF in Agile environment.
TensorFlow DNN on AWS SageMaker with end-to-end MLOps pipeline. Achieved +8.4% improvement over baseline.
Vision + Language with Qwen 2.5-VL (3B) — local privacy-first execution. BGE-Large embeddings.
Fine-tuned DistilBERT on 51K+ reviews. Deployed on AWS SageMaker.
RAG-based Streamlit app with Chroma vector store for document retrieval.
FAISS similarity search with GPT-4o-mini fallback. Using MedQuad dataset.
Sentence-BERT for Indonesian. +10.6% F1 improvement over baseline.
Undergraduate thesis adapting Issa et al. approach to Indonesian. +1.2% vs baseline.
Data science study with EDA dashboard. Optuna-tuned models.
Natural Language Inference with Decomposable Attention Model.
Kaggle competition. LGBMRanker with 6x memory reduction.
Online course web app with Node.js backend and React frontend.
Movie ticket booking with REST-API and SOAP protocol.
The tools and technologies I use to bring ideas to life.
PyTorch, TensorFlow, Hugging Face, AWS SageMaker, OpenAI, LangChain, Sentence-BERT
Python, FastAPI, Django, Celery, PostgreSQL, Redis
Apache Airflow, Apache NiFi, Snowflake, ETL, FAISS
Git, GitLab CI, Docker, GCP, AWS, Agile
ARKAVIDIA 6.0
Managed ~10 people to create a logic competition for high school students.
WBS Try-Out SBMPTN
Led ~10 people to create ticketing system for try-out registration and payment.
Best 30 teams in Asia Jakarta Regional Contest 2019
Best 31 teams in Asia Jakarta Regional Contest 2018
ACM-ICPC Indonesia National Contest 2018
Best 40 teams in Asia Jakarta Regional Contest 2017
Ministry of Education & Culture merit-based scholarship
